It
is important to be able to distinguish the components of a natural complex
system such as a biological or social system, according to their complexity
level (which also reverberates on their temporality). The idea is that
a 'complex' component has its own internal organization into cooperating
more elementary components, that determines its interactions. For example,
the interactions of a protein in a cell depend on its configuration consisting
of its atoms, their chemical links and the topological relations which
describe the folding of the protein. How to model this situation in a
category, where the objects seem to be undifferentiated? The complex object
will be modeled by the colimit (or binding) of a pattern of linked objects
representing its internal organization.
.
Patterns
and collective links
The
internal organization of a complex object N will be represented by a pattern
formed by its own components and the distinguished links between them
ensuring that they act synergically ('matter and form').
In
a category, a pattern P is modeled by the data of a family of objets
Ni and of some distinguished links between them. A collective
link from the pattern to another object N' is a family of individual
links fi from each Ni to N', correlated
by the distinguished links of the pattern, in the sense that, if g
is a link in P from Ni to Nj,
we have gfj = fi .
The
collective links model collective actions (constraints, energy, or information
transfer) of all the Ni acting in cooperation along
their distinguished links, and which could not be realized by the objects
of the pattern acting individually. The cooperation can be temporary,
as in a group of people who decide to cooperate for a particular work.
But the association itself can be represented in the system by a more
complex object N, which 'binds' the objects of the pattern and acts by
itself as the whole pattern, in the sense that its links to any object
N' are in 1-1 correspondence with the collective links from the pattern
to N'.
Colimit
of a pattern
In
a category, the object binding the pattern (if it exists) is modeled by
the colimit (or inductive limit) of the pattern. An object N is the colimit,
or the binding, of the pattern P if it satisfied the two conditions:
1.
there exists a collective link (ci) from the pattern
to N,
2.
each collective link (fi) from the pattern to any
object N' binds into a unique link f from N to N', so that
fi = cif for each i.
If
a pattern has a colimit, it is unique (up to an isomorphism). In this
case, we also say that the pattern is a coherent assembly and that
its colimit represents a higher order object which subsumes the activity
of the assembly.
The
colimit actualizes the potentiality of the objects to act together in
a coherent manner by integrating the pattern in a higher unit (for example,
the protein as such). In a natural system where the links have a given
'strength', the formation of a colimit is characterized in two ways:
1.
'locally and structurally', a strengthening of the distinguished links
of the pattern restricts the degrees of freedom of the objects to
ensure a more efficient cooperation among them;
2.
'universally and functionally', the actions of the colimit on the
other objects of the system subsume the activity of the whole pattern
(they correspond to its collective links).
For
example, a molecule is the colimit of the pattern formed by its atoms
with the chemical links defining its spatial configuration.
Decompositions
of a complex object
The
situation can be seen 'upside-down': if an object N is the colimit of
a pattern P, we say that N is a complex object (or as hyperstructure,
in the sense of Baas) admitting P as a decomposition. An object
may have different decompositions. Indeed, while a pattern has at most
one colimit (up to an isomorphism), several patterns may have the same
colimit. For instance, the same aminoacid in a protein sequence can be
determined by different codons (degeneracy of the genetic code).
Roughly,
the colimit forgets the precise organization of the pattern and records
only its collective actions, and these can be the same for more or less
differing patterns.
Comparison
with the sum
The
rôle of the distinguished links of the pattern P is paramount: they
determine the 'form' of the colimit and allow for the emergence of collective
actions, transcending the individual actions of the objects. The coherence
and the constraints introduced by these links can be measured by comparing
the colimit to the simple amalgam of the objects Ni of
the pattern, obtained if the links are forgotten, which is modeled by
their sum.
The
sum (or coproduct) S of the family (Ni)
is the colimit of the pattern P' formed by these same objects but without
any distinguished link. It classifies the individual actions of the objects,
while the colimit of the pattern P classifies their collective actions
made possible thanks to their distinguished links in P. (Think of the
difference between the behavior of an unorganized mob, and the behavior
its members adopt under the direction of leaders.)
There
is a comparison link c from the sum S of the Ni
to the colimit N of P, which binds the canonical links from the Ni
:to N. It measures the constraints imposed to the objects by
their distinguished links, hence by their participation to a collective
action. The links from S to an object N' which factor through c
correspond to the emergent properties of the complex object N compared
to the properties of its components Ni.
For
example, the tetramer haemoglobin can be represented as the colimit of
the pattern specifying its spatial configuration; the comparison link
measures the difference between the oxygenation rate of its 4 separated
units and that of the tetramer.
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